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Changes in topographic electroencephalogram during deepening levels of propofol sedation based on alertness/sedation scale under bispectral index guidance

Mohamed Ali Bakry1, Radwa Ali Bakry2

1Department of Anesthesiology, Faculty of Medicine, Cairo University, Egypt

2Department of Clinical Neurophysiology, Tamayoz Clinic, Egypt

Propofol is a short acting intravenous anesthetic agent that is widely used to induce and maintain conscious sedation that allows patients to toler- ate unpleasant procedures when they are awake as well as deeper levels of sedation that are simi- lar to slow wave sleep, and absence of response to painful stimulation [1–3]. The graded fashion of disruption in consciousness induced by propofol might reflect involvement of specific circuits within the brain with deepening levels of sedation but the exact mechanisms by which this occurs are poorly understood. There is evidence suggesting a role for γ-aminobutyric acid (GABA) receptors present on neurons throughout the brain [4–6]. These circuits are also heavily involved during natural sleep but it is not clear whether the circuits involved during nat- ural and sedated sleep are different. Sleep studies have suggested that consciousness can be disrupt- ed when the electroencephalogram (EEG) changes

Anestezjologia Intensywna Terapia 2019; 51, 3: 229–234 Otrzymano: 2.03.2019, zaakceptowano: 3.06.2019

from low-voltage fast beta (12–25 Hz) or gamma (> 25 Hz) activity to large delta (0.5–4 Hz) waves [7].

There is also some suggestion that conscious aware- ness and perception are maintained, in part, by the synchronization of gamma (> 25 Hz) and/or theta (4–8 Hz) waves across large areas of the cortex [8–10]. These changes have not been confirmed in sedated sleep as the previous EEG studies with an- esthesia have produced conflicting results [11–13].

Furthermore, most EEG studies have focused on the transition from wakefulness to sleep, and the differ- ent levels of sedation are not well described [14, 15].

Delineation of the changes that occur with different levels of sedation may help clarify the mechanisms underlying disturbed consciousness by different an- esthetic agents.

In the current study we used topographic EEG mapping and bispectral index score (BIS) analysis to delineate the effect of deepening levels of propofol

ADRES DO KORESPONDENCJI:

Dr. Mohamed Bakry, Department of Anesthesiology, Faculty of Medicine, Cairo University,

phone: +201115721333, fax: +20233801983, e-mail: mab628@kasralainy.edu.eg Abstract

Background: Sedation has been associated with numerous changes on electroencepha- logram (EEG) but there is a need to clarify specific alterations in relation to deepening levels of sedation with different agents. We aimed to evaluate the effect of deepening levels of sedation induced by propofol and how they compare to natural sleep.

Methods: Fifty consecutive neurologically normal patients who underwent upper gas- trointestinal endoscopy while sedated with propofol were included. Topographic EEG spectral maps and the bispectral index (BIS) values were obtained at four time points:

wakefulness, mild sedation, deep sedation and recovery. Observer’s Assessment of Alertness and Sedation (OAA/S) score was used to assess sedation levels.

Results: Propofol induced increased delta (0.5–3.5 Hz) and gamma (25–40 Hz) power throughout sedation. In addition, there was decreased alpha power (9–11.5 Hz) in the occipital area and increased global beta (12–25 Hz)/gamma (25–40 Hz) power dur- ing mild sedation. Deep sedation was associated with increased theta (4–7 Hz)/alpha (9–11.5 Hz)/beta (12–25 Hz) power, which was maximal frontally.

Conclusion: There are distinct changes associated with deepening levels of propofol induced sedation that distinguish it from natural sleep. This suggests that different mechanisms are involved in them and warrants further investigations to clarify the na- ture of these changes.

Key words: sedation, sedatives, propofol, EEG, topographic, Observer’s Assessment of Alertness/Sedation Scale, bispectral index, endoscopy, upper gastrointestinal.

Należy cytować anglojęzyczną wersję: Ali Bakry M, Ali Bakry R. Changes in topographic electroencephalogram during deepening levels of propofol

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induced sedation. In order to ensure that the effect was due to propofol use only, we included neuro- logically normal patients who underwent upper gas- trointestinal endoscopy. We chose these EEG based modalities because they offer better temporal and spatial resolution compared to conventional EEG.

METHODS

Study design and participants

This was a prospective observational study car- ried out on 50 consecutive neurologically and cog- nitively normal patients undergoing upper gastro- intestinal endoscopy between 2015 and 2018. All patients were recruited by the same operator. They were examined by the same medical doctor prior to recruitment to determine that they did not suffer from any disorder that may alter brain function and affect the EEG or other measures.

Inclusion criteria were age 20–50 years and American Society of Anesthesiologists (ASA) physi- cal status I–III [16]. Exclusion criteria were as follows:

lack of patient consent, patients with contraindica- tion to regional techniques (e.g. allergy, anxiety or orthopnea), pregnancy, mentally disabled patients or those with cognitive limitations, history of chron- ic use of sedatives, narcotics, alcohol or illicit drugs, patients with impairment of cardiac, respiratory, hepatic, or renal function and patients not suitable for processed EEG monitoring as determined by the researcher, surgeon or attending anesthesiologist.

The patients were instructed to refrain from using alcohol or any medication 48 hours before the proce- dure, and all were fasting for at least 8 hours prior to the endoscopy. The procedures were all carried out in the morning (9.00 a.m. to 12.00 p.m.) to avoid any potential effect of circadian rhythm on sedation.

In compliance with the Helsinki Declaration, ethical approval for this study was provided by the Ethical Committee of Tamayoz Clinic in June 2014 and informed written consent was obtained from each patient.

Sedation protocol

Oxygen was administered to patients at a rate of 2–3 L min-1 using a nasal catheter before induc- tion. Each patient then received an initial propofol 1% dose according to their body weight (40 mg in patients weighted < 70 kg, and 60 mg in patients

≥ 70 kg, followed by repetitive doses of 10–20 mg).

Maintenance of anesthesia was achieved with incre- mental boluses of 10 to 30 mg of propofol. The quan- tity and timing of the bolus were decided by the an- esthesiologist based on development of inadequate anesthesia.

The 5-point Observer’s Assessment of Alertness/

Sedation (OAA/S) Scale was used every 3 min to de-

termine the sedation level in each case and to help titrate the infusion rate. Wakefulness was defined as the baseline state without any drug administration and with the patient obeying verbal commands, mild sedation was defined as OAA/S = 3 (responds only after name is spoken loudly and/or repeatedly), deep sedation was defined as OAA/S = 1 (does not respond to mild prodding or shaking), and recovery was defined as OAA/S = 5 (responds readily to name spoken in a normal tone). The target was deep seda- tion (OAA/S = 1). At this point the endoscope was inserted. If the patients had a body response upon endoscope insertion, the propofol bolus was added.

Continuous monitoring of vital signs was carried out throughout the procedure. The time to deep sedation was the time period from first drug bolus dose to procedure initiation and the recovery time was the period from endoscopy end to full orienta- tion (the patient was able to provide his/her correct date of birth). Any adverse reactions that occurred were also recorded. These included hypoxemia (de- fined as SpO2 falling below 90%), hypotension (sys- tolic or diastolic blood pressure values decreasing by 20% or more) and bradycardia (heart rate less than 50 beats/minute). In the case of occurrence of any of these complications a standard management was introduced.

EEG monitoring

Continuous digital EEG monitoring was performed using the standard 10–20 electrode system. Twelve channels were recorded on an E-series EEG amplifier using Profusion EEG4 software (Compumedics Ltd.

Melbourne, Australia). The electrodes were placed on the scalp in the preoperative holding room.

EEG was recorded by using a low frequency filter of 0.53 Hz and a high frequency filter of 70 Hz. Paper speed was 3 cm s-1 and the sensitivity was 5 μV mm-1. After data collection, the EEG data were filtered of- fline with a 0.5–100 Hz bandpass filter for analysis.

Epochs with artifacts (DC bias, blinks, slow eye move- ment, etc.) were excluded. Data from the electrodes with artifacts were substituted with the extrapolated virtue values from the neighboring channels. After artifact rejection, each set of EEG data was subjected to a 2-s epoch, and each epoch was processed using fast Fourier transformation (FFT) analysis to obtain the absolute power at each electrode in the follow- ing six bands: delta (0.5–4 Hz), theta (4–8 Hz), alpha (8–12 Hz), spindle (12–15 Hz), beta (15–25 Hz) and gamma (25–40 Hz). In each 2-min period, EEG was analyzed in 2-s epochs, resulting in 60 epochs.

Bispectral index monitoring

A BIS VISTA (Covidien, Mansfield, MA USA) pro- cessed EEG bilateral monitor was used. This gen-

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erates a unitless index – the bispectral index (BIS index) – that ranges from 0 to 100, with 100 indi- cating full consciousness. The BIS electrodes were attached to the forehead and temple of the patient on each side using two sets of bilateral BIS sensor electrodes. BIS ≥ 85 indicated wakefulness, 66–84 indicated mild sedation and ≤ 65 indicated deep sedation. EEG and BIS data were recorded simulta- neously and continuously beginning just prior to induction of sedation to the time the patient was ready for transport from the operating room fol- lowing the procedure. Analyses included data re- corded at four time points: wakefulness (baseline), mild sedation, deep sedation (loss of conscious- ness; OAA/S 1) and recovery.

Statistical analysis

The data are presented as average (mean ± SD) or frequency (%). For EEG data, low power spectral density, 10*log10 (μV2/Hz), was used to describe the absolute spectral power. For each participant, the power spectrum density and statistical analyses were conducted with the MATLAB-based EEGLab toolbox. To explore the long-range coordination of neural activity, all 20 electrodes were included in the topographic analysis. The χ2 test or Fisher’s exact test was used for correlation of EEG and BIS with the sedation level (wakefulness, moderate se- dation, deep sedation and recovery). P < 0.05 was adopted as significant.

RESULTS

Clinical and demographic characteristics are shown in Table 1. Tables 2 and 3 summarize the vital signs recorded throughout the procedure and seda- tion details. All the patients tolerated the endoscopy well. There were no reports of any significant side effects related to the procedure including any se- dation related adverse events. In addition, although administration of propofol may lead to clinically ob- served seizures as reported by Stasiowski et al. [17], no epileptiform discharges were recorded, nor was there any seizure activity experienced by any of the patients. All patients left the center the same day and no hospitalization was required for any.

Figure 1 summarizes the changes observed on EEG spectral power analysis with deepening seda- tion. Overall, the main change was increased global delta power (0.5–3.5 Hz) with increasing doses of propofol. There was also an increase in the gamma range (25–40 Hz) which lasted throughout the seda- tion period.

As shown in Table 4, compared to wakefulness, there was a significant decrease in BIS with mild se- dation (P < 0.05). A marked drop occurred with deep sedation and loss of consciousness (P < 0.01).

TABLE 1. Patient characteristics, mean ± SD or n

Variable Values

Age (years) 43.6 ± 15.7

Gender (male) 26

Height (cm) 172.1 ± 21.4

Body mass (kg) 81.4 ± 37.2

ASA status I 36

II 11

III 3

ASA – American Society of Anesthesiologists

TABLE 2. Range of central hemodynamics measured throughout the procedure

Variable Values

Heart rate/min 87.7–98.4

Blood pressure (mm Hg) 119.4–131.3

O2 saturation (%) 98.4–99.8

Respiratory rate/min 12.3–16.7

TABLE 3. Sedation details, mean ± SD

Variable Result

Procedure time (min) 16.2 ± 9.1 Sedation time (min) 25.5 ± 8.5 Total propofol dose

(induction + maintenance; mg) 147.6 ± 53.6 Time to deep sedation (s) 94.3 ± 41.7 Recovery time (min) 12.9 ± 9.3

Compared to wakefulness the following chang- es were observed on EEG spectral analysis:

• Mild sedation: Frontally there was increased spectral power in the delta (0.5–3.5 Hz) and beta (12–25 Hz) ranges and decreased power in the alpha range (9–11.5 Hz). There was also a decrease in occipital alpha power and a global increase in delta, beta and gamma power.

• Deep sedation: There was a sustained increase in global delta power (0.5–3.5 Hz). All other frequency bands were also increased but the maximum in- crease was in the theta (4–7.5 Hz) and beta (12–25 Hz) ranges. This was mainly observed frontally.

• Recovery: There was decreased power in the alpha range (9–11.5 Hz), mainly observed at the frontal and occipital regions.

DISCUSSION

In the current study we studied a cohort of neu- rologically normal patients with no evidence of any cognitive disorder likely to affect brain dynamics while undergoing propofol induced sedation for upper gastrointestinal endoscopy. We observed gradual discrete changes in EEG and BIS dynamics

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from wakefulness passing through mild to deep se- dation and then recovery.

In addition to a sustained increase in slow delta (0.5–3.5 Hz) waves and fast beta and gamma fre- quencies (12–40 Hz) predominantly in frontal elec- trodes throughout sedation, there were also distinc- tive changes with deepening of sedation. During mild sedation, alpha power (9–11.5 Hz) decreased in the occipital area with increased global beta/

gamma power (12–40 Hz). Deep sedation showed an increase in theta (4–7.5 Hz), alpha (9–11.5 Hz) and beta (12–25 Hz) power, which was maximal in the frontal region. The increase in fast frequencies per- sisted after deep sedation and until recovery. BIS col- lects and processes EEG waveforms recorded from electrodes placed frontally. The value is calculated from three components: spectral analysis, bispectral analysis and temporal analysis [18]. This explains why the BIS values drop significantly with deep sedation as it reflects the increased delta activity in the frontal leads. It appears that the influence of the synchro- nous increase in frontal beta and gamma powers played a minor role in total BIS value analysis.

Like natural sleep, sedation is a state of de- creased arousal. The clinical manifestation ranges from drowsiness to unconsciousness. There are many behavioral similarities between sleep and

anesthesia, suggesting there is some sort of con- nection between these states [19]. Moreover, pro- pofol acts on many brain areas that have been implicated in the initiation and maintenance of natural sleep [20]. Further support for this comes from several EEG reports of increased delta power in fronto-medial areas during both natural and se- dated sleep [21, 22] and animal studies that propose that there are similarities in the homeostatic pro- cesses that modulate and are modulated by both propofol and normal sleep [23–25]. We also found a global increase in slow waves that was maximal in the frontocentral region, but the increase in al- pha rhythms as well as the faster beta and gamma frequencies we observed has not been described during natural sleep [11, 26, 27]. Furthermore, there was a notable distortion of spindles and other nor- mal sleep phenomena with propofol and there was involvement of posterior brain regions, which is not a pattern seen in natural sleep. The most likely explanation for this is that propofol acts on GABA receptors present on neurons throughout the brain [8–10], while sleep is generated by spe- cific thalamocortical circuits [28]. It is therefore not expected that propofol will induce changes that are identical to the heterogeneous circuits of neuromodulation that occur during normal sleep [20]. Alpha rhythms (8–12 Hz) are recorded over the occipito-parietal cortex of awake humans when they are in a relaxed state with their eyes closed.

They disappear with increased arousal and perfor- mance of cognitive activities. Spindle waves occur at a similar frequency to alpha rhythms (12–15 Hz) but are recorded during early slow wave (stage 2) sleep, being much less frequent or even disappear- ing during deeper slow-wave sleep. Both the alpha power and the spindle power change in all parts of FIGURE 1. Changes observed on electroencephalogram (EEG) spectral analysis with deepening of sedation with propofol. Top rows show representative EEG traces during wakefulness, mild sedation, deep sedation and recovery. Bottom rows illustrate the frequency band specific changes in EEG topography that occur during these transitions

Wakefulness Mild sedation Deep sedation

Raw EEG signal

Topography maps

Recovery

TABLE 4. Bispectral index (BIS) values recorded with deepening of sedation, mean ± SD Conscious level Dose of propofol (mg) BIS value Baseline (wakefulness; OAA/S = 5) – 92.3 ± 4.9 Mild sedation (OAA/S = 3) 133.4 ± 46.1 76.3 ± 11.9 Deep sedation (OAA/S = 1) 156.8 ± 31.5 61.9 ± 5.7

Recovery (OAA/S = 5) – 88.6 ± 3.9

OAA/S – Observer’s Assessment of Alertness/Sedation Scale

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the cortex from wakefulness to different stages of sleep [29–32]. They share similar mechanisms, with the main pacemaker lying in the GABAergic reticular nucleus in the thalamus [33–36]. Propofol resulted in decreased posterior alpha and increased anterior alpha with deepening of sedation. It appears that it potentiates the GABAergic input within thalamo- cortical circuits, resulting in alterations within them that result in patterns different to those seen in both arousal and natural sleep [37, 38].

During slow wave sleep, cortical and thalamic neurons oscillate between a hyperpolarized down- state with little spiking and a depolarized up-state when firing rates can exceed wakefulness [39]. This is reflected by slow waves on EEG and is thought to result in a decrease in effective connectivity [40, 41]

which leads to reduced ability of the brain to inte- grate information and consequently a decrease in the level of consciousness [39–42]. This is probably the mechanism through which anesthesia induces loss of consciousness, and thus studying the effect of anesthetic agents is a unique tool to examine the relationship between slow waves and effective con- nectivity. In our study we found an increase in beta and gamma power with deepening sedation. Gam- ma power, gamma synchrony, and theta synchrony have all been proposed to contribute to conscious awareness [8–10, 43] and there are also some reports of decreased gamma power during sleep and anes- thesia [44, 45]. This is contrary to our findings and to reports of increased gamma power in animals during anesthesia [12]. In fact, there was an increase in gam- ma power in anterior head regions. Beta and gamma rhythms are associated with cortical activities and higher levels of cognitive functions, including sen- sory gating, attention, perception and motor control [4–6]. While it is possible that the interpretation of the results of faster frequencies was confounded by muscle and ocular-related EEG [45, 46], we do not think this was a major factor in our study because we underwent extensive measures to only include clean artifact-free epochs in the analysis. The results thus suggest that gamma activity responds differently to propofol and, more importantly, that gamma activ- ity is not sufficient to maintain consciousness when slow waves are present.

We did not use functional electromyography (fEMG) to monitor for myoclonic activity which could have affected BIS scores. We do not feel this had an influential effect on our results, especially since we were very careful to only include neuro- logically normal participants with no history of seizures. Furthermore, there were no epileptiform discharges recorded in any of the patients either during the resting EEG or provoked by propofol [47].

Nevertheless, it is a potential limitation of our study.

In this study we demonstrated the existence of a distinct pattern of EEG changes associated with deepening of sedation induced by propofol. While it shares some similarities with natural sleep, there are distinguishing features suggesting different mecha- nisms and cortical circuits involved in induced versus natural sleep. Further studies are warranted to de- lineate the underlying mechanisms leading to this.

ACKNOWLEDGEMENTS

1. Assistance with the article: The authors wish to thank the surgeons and nurses for their help and Ms. Fatima Mohamed and Ms. Mariam Ibrahim for help with patient recruitment and data orga- nization.

2. Financial support and sponsorship: none.

3. Conflict of interest: none.

REFERENCES

1. Shafer A. Metaphor and anesthesia. Anesthesiology 1995; 83: 1331- 1342.

2. Lerch C, Park GR. Sedation and analgesia. Br Med Bull 1999; 55: 76-95.

doi: 10.1258/0007142991902303.

3. Becker DE. Pharmacodynamic considerations for moderate and deep sedation. Anesth Prog 2012; 59: 28-42. doi: 10.2344/0003-3006-59.1.28.

4. Liu X, Lauer KK, Ward BD, Li SJ, Hudetz AG. Differential effects of deep sedation with propofol on the specific and nonspecific thalamo- cortical systems: a functional magnetic resonance imaging study. Anes- thesiology 2013; 118: 59-69. doi: 10.1097/ALN.0b013e318277a801.

5. Brown EN, Purdon PL, Van Dort CJ. General anesthesia and altered states of arousal: a systems neuroscience analysis. Annu Rev Neuro- sci 2011; 34: 601-628. doi: 10.1146/annurev-neuro-060909-153200.

6. Nelson LE, Guo TZ, Lu J, Saper CB, Franks NP, Maze M. The seda- tive component of anesthesia is mediated by GABA(A) receptors in an endogenous sleep pathway. Nat Neurosci 2002; 5: 979-984. doi:

10.1038/nn913.

7. Stickgold R, Malia A, Fosse R, Propper R, Hobson JA. Brain-mind states: I. Longitudinal field study of sleep/wake factors influenc- ing mentation report length. Sleep 2001; 24: 171-179. doi: 10.1093/

sleep/24.2.171.

8. Engel AK, Fries P, Konig P, Brecht M, Singer W. Temporal binding, binocular rivalry, and consciousness. Conscious Cogn 1999; 8: 128-151.

doi: 10.1006/ccog.1999.0389.

9. Llinás R, Ribary U, Contreras D, Pedroarena C. The neuronal ba- sis for consciousness. Philos Trans R Soc Lond B Biol Sci 1998; 353:

1841-1849. doi: 10.1098/rstb.1998.0336.

10. Klimesch W, Doppelmayr M, Yonelinas A, et al. Theta synchroniza- tion during episodic retrieval: neural correlates of conscious aware- ness. Brain Res Cogn Brain Res 2001; 12: 33-38.

11. John ER, Prichep LS. The anesthetic cascade: a theory of how anes- thesia suppresses consciousness. Anesthesiology 2005; 102: 447-471.

doi: 10.1097/00000542-200502000-00030.

12. Vanderwolf CH. Are neocortical gamma waves related to consciousness?

Brain Res 2000; 855: 217-224. doi: 10.1016/s0006-8993(99)02351-3.

13. Nunez PL, Srinivasan R, Westdorp AF. EEG coherency. I: Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neu- rophysiol 1997; 103: 499-515. doi: 10.1016/s0013-4694(97)00066-7.

14. Purdon PL, Pierce ET, Mukamel EA, et al. Electroencephalogram sig- natures of loss and recovery of consciousness from propofol. Proc Natl Acad Sci U S A 2013; 110: E1142-1151. doi: 10.1073/pnas.1221180110.

15. Akeju O, Song AH, Hamilos AE, Pavone KJ, Flores FJ, Brown EN.

Electroencephalogram signatures of ketamine anesthesia-induced unconsciousness. Clin Neurophysiol 2016; 127: 2414-2422. doi:

10.1016/j.clinph.2016.03.005.

16. Saklad M. Grading of patients for surgical procedures. Anesthesio- logy 1941; 2: 281-284.

17. Stasiowski MJ, Marciniak R, Duława A, Krawczyk L, Jałowiecki P.

Epileptiform EEG patterns during different techniques of induction of general anaesthesia with sevoflurane and propofol: a randomised

(6)

trial.Anaesthesiol Intensive Ther 2019; 51: 21-34. doi: 10.5603/AIT.

a2019.0003.

18. Constant I, Sabourdin N. The EEG signal: a window on the cortical brain activity. Paediatr Anaesth 2012; 22: 539-552. doi: 10.1111/j.1460- 9592.2012.03883.x.

19. Tung A, Mendelson WB. Anesthesia and sleep. Sleep Med Rev 2004;

8: 213-225. doi: 10.1016/j.smrv.2004.01.003.

20. Lydic R, Baghdoyan HA. Sleep, anesthesiology, and the neurobiology of arousal state control. Anesthesiology 2005; 103: 1268-1295. doi:

10.1097/00000542-200512000-00024.

21. Clement EA, Richard A, Thwaites M, Ailon J, Peters S, Dickson CT.

Cyclic and sleep-like spontaneous alternations of brain state under urethane anaesthesia. PLoS One 2008; 3: e2004. doi: https://doi.

org/10.1371/journal.pone.0002004.

22. Sleigh JW, Andrzejowski J, Steyn-Ross A, Steyn-Ross M. The bispectral index: a measure of depth of sleep? Anesth Analg 1999; 88: 659-661.

doi: 10.1097/00000539-199903000-00035.

23. Tung A, Bergmann BM, Herrera S, Cao D, Mendelson WB. Recovery from sleep deprivation occurs during propofol anesthesia. Anesthesi- ology 2004; 100: 1419-1426. doi: 10.1097/00000542-200406000-00014.

24. Tung A, Lynch JP, Mendelson WB. Prolonged sedation with propofol in the rat does not result in sleep deprivation. Anesth Analg 2001; 92:

1232-1236. doi: 10.1097/00000539-200105000-00028.

25. Tung A, Szafran MJ, Bluhm B, Mendelson WB. Sleep deprivation potentiates the onset and duration of loss of righting reflex induced by propofol and isoflurane. Anesthesiology 2002; 97: 906-911. doi:

10.1097/00000542-200210000-00024.

26. Gugino LD, Chabot RJ, Prichep LS, John ER, Formanek V, Aglio LS.

Quantitative EEG changes associated with loss and return of con- sciousness in healthy adult volunteers anaesthetized with propofol or sevoflurane. Br J Anaesth 2001; 87: 421-428. doi: 10.1093/bja/87.3.421.

27. Gath I, Bar-On E. Classical sleep stages and the spectral content of the EEG signal. Int J Neurosci 1983; 22: 147-155.

28. Veselis RA, Feshchenko VA, Reinsel RA, Dnistrian AM, Beattie B, Akhurst TJ. Thiopental and propofol affect different regions of the brain at similar pharmacologic effects. Anesth Analg 2004; 99: 399- 408. doi: 10.1213/01.ANE.0000131971.92180.DF.

29. Cantero JL, Atienza M, Salas RM. Human alpha oscillations in wakefulness, drowsiness period, and REM sleep: different electro- encephalographic phenomena within the alpha band. Neurophysiol Clin 2002; 32: 54-71.

30. Bhattacharya BS, Patterson C, Galluppi F, Durrant SJ, Furber S. En- gineering a thalamo-cortico-thalamic circuit on SpiNNaker: a pre- liminary study toward modeling sleep and wakefulness. Front Neural Circuits 2014; 8: 46. doi: 10.3389/fncir.2014.00046.

31. Cantero JL, Atienza M, Salas RM, Gómez CM. Alpha EEG coher- ence in different brain states: an electrophysiological index of the arousal level in human subjects. Neurosci Lett 1999; 271: 167-170.

doi: 10.1016/s0304-3940(99)00565-0.

32. Andrillon T, Nir Y, Staba RJ, et al. Sleep spindles in humans: insights from intracranial EEG and unit recordings. J Neurosci 2011; 31:

17821-17834. doi: 10.1523/JNEUROSCI.2604-11.2011.

33. Baker R, Gent TC, Yang Q, et al. Altered activity in the central medial thalamus precedes changes in the neocortex during transitions into both sleep and propofol anesthesia. J Neurosci 2014; 34: 13326-13335.

doi: 10.1523/JNEUROSCI.1519-14.2014.

34. Hill S, Tononi G. Modeling sleep and wakefulness in the thalamo- cortical system. J Neurophysiol 2005; 93: 1671-1698. doi: 10.1152/

jn.00915.2004.

35. Bollimunta A, Mo J, Schroeder CE, Ding M. Neuronal mechanisms and attentional modulation of corticothalamic alpha oscillations. J Neurosci 2011; 31: 4935-4943. doi: 10.1523/JNEUROSCI.5580-10.2011.

36. Contreras D, Steriade M. Spindle oscillation in cats: the role of cor- ticothalamic feedback in a thalamically generated rhythm. J Physiol 1996; 490 (Pt 1): 159-179. doi: 10.1113/jphysiol.1996.sp021133.

37. Vijayan S, Ching S, Purdon PL, Brown EN, Kopell NJ. Thalamocorti- cal mechanisms for the anteriorization of alpha rhythms during pro- pofol-induced unconsciousness. J Neurosci 2013; 33: 11070-11075.

doi: 10.1523/JNEUROSCI.5670-12.2013.

38. Ching S, Brown EN. Modeling the dynamical effects of anesthesia on brain circuits. Curr Opin Neurobiol 2014; 25: 116-122. doi: 10.1016/j.

conb.2013.12.011.

39. Steriade M, Nuñez A, Amzica F. A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing com- ponents. J Neurosci 1993; 13: 3252-3265.

40. Massimini M, Ferrarelli F, Huber R, Esser SK, Singh H, Tononi G.

Breakdown of cortical effective connectivity during sleep. Science 2005; 309: 2228-2232. doi: 10.1126/science.1117256.

41. Ferrarelli F, Massimini M, Sarasso S. Breakdown in cortical effec- tive connectivity during midazolam-induced loss of consciousness.

Proc Natl Acad Sci U S A 2010; 107: 2681-2686. doi: 10.1073/pnas.

0913008107.

42. Crick F, Koch C. Towards a neurobiological theory of consciousness.

In: Seminars in the neurosciences. Academic Press; 1990: 201.

43. Cantero JL, Atienza M, Madsen JR, Stickgold R. Gamma EEG dy- namics in neocortex and hippocampus during human wakefulness and sleep. Neuroimage 2004; 22: 1271-1280. doi: 10.1016/j.neuroim- age.2004.03.014.

44. John ER, Prichep LS, Kox W, et al. Invariant reversible QEEG effects of anesthetics. Conscious Cogn 2001; 10: 165-83.59. doi: 10.1006/

ccog.2001.0507.

45. Whitham EM, Pope KJ, Fitzgibbon SP, et al. Scalp electrical recording during paralysis: quantitative evidence that EEG frequencies above 20 Hz are contaminated by EMG. Clin Neurophysiol 2007; 118: 1877- 1888. doi: 10.1016/j.clinph.2007.04.027.

46. Lee U, Mashour GA, Kim S, Noh GJ, Choi BM. Propofol induction reduces the capacity for neural information integration: Implications for the mechanism of consciousness and general anesthesia. Consc Cogn 2009; 18: 56-64. doi: 10.1016/j.concog.2008.10.005.

47. Sutherland MJ, Burt P. Propofol and seizures. Anaesth Intensive Care 1994; 22: 733-737. doi: 10.1177/0310057X9402200620.

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